Senior AI Developer (LLM Orchestration)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior AI Developer (LLM Orchestration): Building a next-generation enterprise knowledge platform using LLMs, semantic search, and graph technologies with an accent on RAG pipelines and agent-driven workflows. Focus on designing scalable retrieval systems, implementing entity extraction for knowledge graphs, and optimizing LLM performance and observability.
Location: Hybrid in Almaty, Astana, Belgrade, Cluj-Napoca, Dnipro, Kharkiv, Krakow, Kyiv, Larnaca, Lodz, Lublin, Lviv, Odesa, Riga, Sofia, Tbilisi, Varna, Warsaw, Wroclaw, Yerevan, or Remote in Bulgaria, Georgia, Kazakhstan, and Poland.
Company
is a global IT consulting company that develops complex software solutions and integrates AI technologies for enterprise clients.
What you will do
- Develop and maintain end-to-end LLM orchestration and retrieval pipelines.
- Design embedding generation and chunking strategies for effective context window management.
- Build entity extraction pipelines to transform unstructured content into graph structures using entity resolution.
- Implement semantic search solutions, prompt engineering patterns, and agentic workflows for complex reasoning.
- Integrate graph databases with LLM platforms and develop AI evaluation frameworks.
- Measure and improve system performance using recall, precision, and faithfulness metrics.
Requirements
- Strong proficiency in Python and backend development practices.
- Experience developing applications with LLMs and Retrieval Augmented Generation (RAG).
- Hands-on experience with vector databases and semantic search implementations.
- Familiarity with graph data modeling and knowledge graph concepts.
- Experience implementing evaluation methodologies for AI systems (precision/recall metrics).
- Proficiency with cloud platforms and containerized environments like Docker and Kubernetes.
Nice to have
- Experience with Google Cloud services, specifically Spanner Graph.
- Familiarity with Gemini Enterprise Agent Platform.
- Experience with LangChain, LlamaIndex, or similar orchestration frameworks.
- Knowledge of entity resolution and graph-based reasoning techniques.
- Experience with observability tools for ML/AI systems and LLM cost optimization.
Culture & Benefits
- Vacation and sick pay provided according to the laws of your country.
- Health insurance for employees and their loved ones.
- Paid time off for state holidays regardless of the client's schedule.
- Support for IT certifications and access to top-tier courses and learning platforms.
- Corporate events, parties, and a supportive, flexible work environment.
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